3ilm-mcp
This server provides read-only query access to a curated knowledge base of 1,032 verified smart contract vulnerability findings across 12 pattern categories.
Search findings by keyword (
search_vulnerabilities): pass a query string (min 3 chars) like "oracle price manipulation" or "reentrancy" to get matching patterns with acceptance rates and examples.Get full stats for a specific pattern (
get_pattern_details): supply an exact kebab-case pattern name (e.g.flash-loan,access-control) to retrieve totals, acceptance rate, Sherlock-specific notes, and examples.List all patterns (
list_patterns): no input needed; returns all 12 patterns ranked by volume with 🟢🟡🔴 acceptance indicators.Learn what passes triage: compare accepted vs rejected examples per category.
Note: the server is read-only — no scanning, submission, or write operations are available.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@3ilm-mcp What is the acceptance rate for oracle manipulation?"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
3ilm MCP Server
MCP server exposing 3ilm, a curated knowledge base of 1,032 smart contract vulnerability findings from 10 fully-reconciled Sherlock audit contests.
Built for AI agents, security researchers, and audit tools that need structured data on which bug classes get paid, at what rates, and why.
Size, stated honestly
Solodit (Cyfrin) advertises 80,000+ aggregated findings. This dataset is smaller on purpose: 1,032 findings, every one reconciled by hand against the contest's own published outcome, not scraped and left as-is. If you want raw volume across every audit firm, use Solodit. If you want a smaller set where every acceptance-rate number has been checked against what the contest actually paid, that's what's here.
Why this exists next to bug-bounty-intelligence-mcp: same verified dataset, but this package has no paid tier at all and no dependency on anything beyond pattern lookup. If you only ever want the free search_vulnerabilities / get_pattern_details / list_patterns tools, this is the lighter install. If you also want the paid scan_contract full-repo scan, use bug-bounty-intelligence-mcp instead; it includes everything this package does plus that one paid tool.
Related MCP server: Elytra Security MCP Server
What it is
3ilm (Arabic: علم, "knowledge") contains:
1,032 verified findings from 10 Sherlock contests (fully reconciled against contest outcomes)
12 vulnerability pattern categories with real acceptance rates, not estimates
Accepted and rejected examples per category, to learn what passes triage
Tools
Tool | Description |
| Keyword search across all 12 categories. Returns matching patterns with acceptance rates and examples. |
| Full stats table for one specific pattern: totals, acceptance rate, Sherlock-specific note, examples. |
| All 12 patterns ranked by volume with 🟢🟡🔴 acceptance indicators. |
Install
npx 3ilm-mcpAdd to Claude / Cursor
Claude Desktop (add to claude_desktop_config.json):
{
"mcpServers": {
"3ilm": {
"command": "npx",
"args": ["-y", "3ilm-mcp"]
}
}
}Cursor (add to .cursor/mcp.json):
{
"mcpServers": {
"3ilm": {
"command": "npx",
"args": ["-y", "3ilm-mcp"]
}
}
}Example queries
Ask your AI assistant:
"What is the acceptance rate for oracle manipulation findings on Sherlock?"
"Show me all vulnerability patterns and their payout rates"
"Search for reentrancy vulnerabilities: what percentage get accepted?"
"What does a accepted flash loan finding look like vs a rejected one?"
Data source
Same underlying dataset as vulnerability-acceptance-rates.json, CC0, downloadable directly, no server required. That file is the canonical, publicly reproducible source; the numbers here are copied from it, not independently computed. Findings are reconciled against actual contest outcomes, no scraping, no estimates. See METHODOLOGY.md for the exact reconciliation method.
The 12 patterns: fee-miscalculation, dos-griefing, reentrancy, trusted-actor, overflow, staleness, rounding, access-control, oracle-manipulation, mev-slippage, liquidation, flash-loan.
How this relates to bug-bounty-intelligence-mcp
Both MCP servers read the same verified data. They differ in scope:
3ilm-mcp (this repo) | ||
Pattern search / acceptance rates | Free | Free ( |
Full-repo contract scan | Not offered | $5 USDC via x402 ( |
Cost | Always free, no paid tier | Free tools + one paid tool |
Best for | Just want the pattern data via MCP, nothing else | Also want an actual scan of your own contracts |
If you only need to query acceptance rates, either server works identically for that. Use 3ilm-mcp if you want the smaller, free-only package; use bug-bounty-intelligence-mcp if you also want the paid full-repo scan tool.
Related
HTTP API (pay-per-query, USDC on Base):
https://wazir-x402.duckdns.org/api/vuln-search?q=oraclex402 Tollbooth: all endpoints listed at
/api/status
License
MIT
Available Tools
3 toolsget_pattern_detailsD
Inputs: pattern (required).
list_patternsD
Inputs: no named parameters.
search_vulnerabilitiesD
Inputs: query (required).
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Loading tool schema changelog…
TDQS
Scored across 3 tools
The tools appear distinct: search_vulnerabilities focuses on finding vulnerabilities, list_patterns enumerates patterns, and get_pattern_details retrieves specifics for a single pattern. Minor ambiguity exists as 'patterns' could relate to vulnerabilities, but the action verbs (search/list/get) clarify intent.
All names follow the snake_case verb_noun pattern: search_vulnerabilities, get_pattern_details, list_patterns. The verb (search/get/list) and noun (vulnerabilities/pattern) placement is consistent and predictable.
Three tools is within the well-scoped range (3-15) and fits a focused read-only knowledge base for vulnerabilities and patterns. Each tool serves a distinct purpose without unnecessary redundancy.
The set covers search, list, and get-details operations, which covers typical read-only workflows. A minor gap is the lack of a dedicated 'get_vulnerability_details' tool, but search_vulnerabilities may return sufficient details to compensate.
Maintenance
Related MCP Connectors
AI security scanner for Solidity + free CC0 dataset of Sherlock audit-competition acceptance rates.
Read-only smart-contract security intelligence for autonomous agents.
Real-time CVE, exploit, and vulnerability intelligence for AI assistants (350K+ CVEs, 115K+ PoCs)
Smart-contract risk reports for AI agents on 20 EVM chains, paid per call via x402 ($0.02 USDC).
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